Intrusion Detection on NF-UNSW-NB15 benchmark leaderboard · SOTA2 Research

Intrusion Detection on NF-UNSW-NB15

91.11AccuracyQ-AGNN

Evaluation Results

Method	Links
Q-AGNN2026.03		91.11	95.35	66.67	72.56	0	66.67	100
GCN2026.03		86.67	43.33	50	46.43	0	100	100
GAT2026.03		86.67	43.33	50	46.43	0	100	100
GraphSAGE2026.03		86.67	43.33	50	46.43	0	100	100
ClusterGCN2026.03		86.67	43.33	50	46.43	0	100	100
SuperGAT2026.03		86.67	43.33	50	46.43	0	100	100
TransformerConv2026.03		86.67	43.33	50	46.43	0	100	100
GINConv2026.03		17.78	28.57	10.26	15.09	79.49	100	20.51